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Physicist, Mathematician, Computer Scientist or Similar

vor 2 Monaten


Weßling, Bayern, Deutschland Deutsches Zentrum für Luft- und Raumfahrt (DLR) Vollzeit
About the Role

We are seeking a highly skilled and motivated individual to join our team at the Deutsches Zentrum für Luft- und Raumfahrt (DLR) as a Physicist, Mathematician, Computer Scientist or similar. The successful candidate will be responsible for improving climate models and analysis with machine learning and spaceborne Earth observations.

Key Responsibilities
  • Develop and enhance ML-based parametrizations for climate models to reduce systematic errors and to enhance projection capabilities with innovative ML methods
  • Develop data-driven equation discovery methods to learn interpretable and physically consistent equations from high-fidelity datasets to enhance understanding and representation of subgrid-scale processes in climate models
  • Develop and benchmark foundation models for selected climate modeling tasks
  • Develop ML-techniques for improved understanding and detection of extreme events
  • Develop innovative methods, including ML, to enhance the evaluation and analysis of climate models in comparison to observations using the Earth System Model Evaluation Tool (ESMValTool)
Requirements
  • Master's degree or equivalent in physics, mathematics, computer science or a related field
  • Excellent programming skills, preferably in Python
  • Experience in data analysis and machine learning
  • Strong interest in climate research and Earth system modeling
  • Excellent communication and teamwork skills
What We Offer

The DLR offers a dynamic and inclusive work environment with opportunities for professional growth and development. We value diversity and strive to create an inclusive workplace that promotes equal opportunities for all employees. We offer a competitive salary and benefits package, as well as opportunities for further education and training.